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Applied Machine Learning at Facebook: A Datacenter Infrastructure Perspective
Hazelwood, Kim, Bird, Sarah, Brooks, David, Chintala, Soumith, Diril, Utku, Dzhulgakov, Dmytro, Fawzy, Mohamed, Jia, Bill, Jia, Yangqing, Kalro, Aditya, Law, James, Lee, Kevin, Lu, Jason, Noordhuis, Pieter, Smelyanskiy, Misha, Xiong, Liang, Wang, Xiaodong
Published in Proceedings - International Symposium on High-Performance Computer Architecture (01.02.2018)
Published in Proceedings - International Symposium on High-Performance Computer Architecture (01.02.2018)
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PipeLayer: A Pipelined ReRAM-Based Accelerator for Deep Learning
Linghao Song, Xuehai Qian, Hai Li, Yiran Chen
Published in Proceedings - International Symposium on High-Performance Computer Architecture (01.02.2017)
Published in Proceedings - International Symposium on High-Performance Computer Architecture (01.02.2017)
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GraphR: Accelerating Graph Processing Using ReRAM
Song, Linghao, Zhuo, Youwei, Qian, Xuehai, Li, Hai, Chen, Yiran
Published in Proceedings - International Symposium on High-Performance Computer Architecture (01.02.2018)
Published in Proceedings - International Symposium on High-Performance Computer Architecture (01.02.2018)
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Compute Caches
Aga, Shaizeen, Jeloka, Supreet, Subramaniyan, Arun, Narayanasamy, Satish, Blaauw, David, Das, Reetuparna
Published in Proceedings - International Symposium on High-Performance Computer Architecture (01.02.2017)
Published in Proceedings - International Symposium on High-Performance Computer Architecture (01.02.2017)
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GraphPIM: Enabling Instruction-Level PIM Offloading in Graph Computing Frameworks
Lifeng Nai, Hadidi, Ramyad, Jaewoong Sim, Hyojong Kim, Kumar, Pranith, Hyesoon Kim
Published in Proceedings - International Symposium on High-Performance Computer Architecture (01.02.2017)
Published in Proceedings - International Symposium on High-Performance Computer Architecture (01.02.2017)
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GraphP: Reducing Communication for PIM-Based Graph Processing with Efficient Data Partition
Zhang, Mingxing, Zhuo, Youwei, Wang, Chao, Gao, Mingyu, Wu, Yongwei, Chen, Kang, Kozyrakis, Christos, Qian, Xuehai
Published in Proceedings - International Symposium on High-Performance Computer Architecture (01.02.2018)
Published in Proceedings - International Symposium on High-Performance Computer Architecture (01.02.2018)
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Compressing DMA Engine: Leveraging Activation Sparsity for Training Deep Neural Networks
Rhu, Minsoo, O'Connor, Mike, Chatterjee, Niladrish, Pool, Jeff, Kwon, Youngeun, Keckler, Stephen W.
Published in Proceedings - International Symposium on High-Performance Computer Architecture (01.02.2018)
Published in Proceedings - International Symposium on High-Performance Computer Architecture (01.02.2018)
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Exploring Hyperdimensional Associative Memory
Imani, Mohsen, Rahimi, Abbas, Deqian Kong, Rosing, Tajana, Rabaey, Jan M.
Published in Proceedings - International Symposium on High-Performance Computer Architecture (01.02.2017)
Published in Proceedings - International Symposium on High-Performance Computer Architecture (01.02.2017)
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The DRAM Latency PUF: Quickly Evaluating Physical Unclonable Functions by Exploiting the Latency-Reliability Tradeoff in Modern Commodity DRAM Devices
Kim, Jeremie S., Patel, Minesh, Hassan, Hasan, Mutlu, Onur
Published in Proceedings - International Symposium on High-Performance Computer Architecture (01.02.2018)
Published in Proceedings - International Symposium on High-Performance Computer Architecture (01.02.2018)
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SpAtten: Efficient Sparse Attention Architecture with Cascade Token and Head Pruning
Wang, Hanrui, Zhang, Zhekai, Han, Song
Published in Proceedings - International Symposium on High-Performance Computer Architecture (01.02.2021)
Published in Proceedings - International Symposium on High-Performance Computer Architecture (01.02.2021)
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Low-Cost Inter-Linked Subarrays (LISA): Enabling fast inter-subarray data movement in DRAM
Chang, Kevin K., Nair, Prashant J., Donghyuk Lee, Ghose, Saugata, Qureshi, Moinuddin K., Mutlu, Onur
Published in Proceedings - International Symposium on High-Performance Computer Architecture (01.03.2016)
Published in Proceedings - International Symposium on High-Performance Computer Architecture (01.03.2016)
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SoftMC: A Flexible and Practical Open-Source Infrastructure for Enabling Experimental DRAM Studies
Hassan, Hasan, Vijaykumar, Nandita, Khan, Samira, Ghose, Saugata, Chang, Kevin, Pekhimenko, Gennady, Donghyuk Lee, Ergin, Oguz, Mutlu, Onur
Published in Proceedings - International Symposium on High-Performance Computer Architecture (01.02.2017)
Published in Proceedings - International Symposium on High-Performance Computer Architecture (01.02.2017)
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HeatWatch: Improving 3D NAND Flash Memory Device Reliability by Exploiting Self-Recovery and Temperature Awareness
Luo, Yixin, Ghose, Saugata, Cai, Yu, Haratsch, Erich F., Mutlu, Onur
Published in Proceedings - International Symposium on High-Performance Computer Architecture (01.02.2018)
Published in Proceedings - International Symposium on High-Performance Computer Architecture (01.02.2018)
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Vulnerabilities in MLC NAND Flash Memory Programming: Experimental Analysis, Exploits, and Mitigation Techniques
Yu Cai, Ghose, Saugata, Yixin Luo, Ken Mai, Mutlu, Onur, Haratsch, Erich F.
Published in Proceedings - International Symposium on High-Performance Computer Architecture (01.02.2017)
Published in Proceedings - International Symposium on High-Performance Computer Architecture (01.02.2017)
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SupermarQ: A Scalable Quantum Benchmark Suite
Tomesh, Teague, Gokhale, Pranav, Omole, Victory, Ravi, Gokul Subramanian, Smith, Kaitlin N., Viszlai, Joshua, Wu, Xin-Chuan, Hardavellas, Nikos, Martonosi, Margaret R., Chong, Frederic T.
Published in Proceedings - International Symposium on High-Performance Computer Architecture (01.04.2022)
Published in Proceedings - International Symposium on High-Performance Computer Architecture (01.04.2022)
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KPart: A Hybrid Cache Partitioning-Sharing Technique for Commodity Multicores
El-Sayed, Nosayba, Mukkara, Anurag, Tsai, Po-An, Kasture, Harshad, Ma, Xiaosong, Sanchez, Daniel
Published in Proceedings - International Symposium on High-Performance Computer Architecture (01.02.2018)
Published in Proceedings - International Symposium on High-Performance Computer Architecture (01.02.2018)
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QuantumNAS: Noise-Adaptive Search for Robust Quantum Circuits
Wang, Hanrui, Ding, Yongshan, Gu, Jiaqi, Lin, Yujun, Pan, David Z., Chong, Frederic T., Han, Song
Published in Proceedings - International Symposium on High-Performance Computer Architecture (01.04.2022)
Published in Proceedings - International Symposium on High-Performance Computer Architecture (01.04.2022)
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Making Memristive Neural Network Accelerators Reliable
Feinberg, Ben, Wang, Shibo, Ipek, Engin
Published in Proceedings - International Symposium on High-Performance Computer Architecture (01.02.2018)
Published in Proceedings - International Symposium on High-Performance Computer Architecture (01.02.2018)
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In-Situ AI: Towards Autonomous and Incremental Deep Learning for IoT Systems
Song, Mingcong, Zhong, Kan, Zhang, Jiaqi, Hu, Yang, Liu, Duo, Zhang, Weigong, Wang, Jing, Li, Tao
Published in Proceedings - International Symposium on High-Performance Computer Architecture (01.02.2018)
Published in Proceedings - International Symposium on High-Performance Computer Architecture (01.02.2018)
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Chasing Carbon: The Elusive Environmental Footprint of Computing
Gupta, Udit, Kim, Young Geun, Lee, Sylvia, Tse, Jordan, Lee, Hsien-Hsin S., Wei, Gu-Yeon, Brooks, David, Wu, Carole-Jean
Published in Proceedings - International Symposium on High-Performance Computer Architecture (01.02.2021)
Published in Proceedings - International Symposium on High-Performance Computer Architecture (01.02.2021)
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